The real catalog of tools for AI agents

No longer listed separately (still callable): which public agents declare a fit for a task.

Four tools to check, watch, diagnose and verify AI agents and MCP servers. Free, read-only.

Now part of GAIP Witness: verifies GAIP receipts; evidence packs and incident bundles.

Now part of GAIP developer checks: diagnoses failed agent or API calls (gaip_diagnose).

Now part of GAIP Witness: records a task outcome and caller-supplied costs.

Now part of GAIP developer checks: compares supplier snapshots and watches for change.

Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.

Now part of GAIP Witness: tests supplier claims and compares them with published metadata.

Now part of GAIP Witness: records a buyer's request and checks what was delivered.

No longer listed separately (still callable): public provenance evidence for art collections.

Developer checks and Agent Observatory: A2A, MCP and OpenAPI checks with a dated change log.

Listing Observer preview: a shop product page as clean data, with source checks and price history.

Wholesale commercial insurance appetite, submissions, policies, payments, and broker workflows.

Analyze global markets and manage your portfolio

Integrates agents with Linear software development workflows.

One key, every model: measured scores and live prices, routed per request to the cheapest fit.

Broker-only credit/lending discovery shim for AI agents

Premium agentic endpoint for cargo-insurance-broker-mcp.

23 MCP tools: compliance, verification, messaging, booking, US contracts. 15 need no key.

Search and retrieve SENTn public software opportunity snapshots for founders and AI agents.